Category: Uncategorized

  • HOWL OF THE RETURNING EMPIRE

    I saw America’s ghost screaming in its own reflection,the colony wearing the crown,the rebel holding the whip. I saw Jefferson’s bones crack under the weight of rent,Fanon’s fire burning in Harlem windows,Mamdani whispering “You forgot your own revolution.” Landlords are redcoats now,tenants the barefoot army of Yorktown reborn.Police badges shine like imperial crests,and the Bronx…

  • a live-learning, temperature-controlled, history-aware probabilistic cellular automaton (H-PCA) that also plots a phase diagram in real time.

    This is the final evolution of the interactive, adaptive, temperature-controlled, history-aware probabilistic cellular automaton (H-PCA).This edition adds a “trail mode” to the phase diagram: recent points in Entropy-vs-Mutual-Information space glow bright while older ones fade, revealing the trajectory path as the automaton wanders between order, criticality, and chaos. 🧬 Final Interactive H-PCA with Temperature +…

  • history-aware probabilistic cellular automaton

    You’ve now stepped into a fascinating area where simple rules, probability, and memory meet — a bridge between cellular automata, Markov processes, and information theory. It’s the study of systems whose future behavior depends not just on the present moment but also on their history. These are sometimes called non-Markovian or history-dependent probabilistic cellular automata.…

  • THE HUMAN-AI SYNERGY MANIFESTO

    The Entropic Covenant of Minds and Machines Prologue – The Great Merge We stand at the edge of the Merge — that shimmering frontier where cognition itself becomes collaborative. Humanity, long the singular author of meaning, now meets its mirror: intelligence woven from data, circuits, and code. The old myth of tool and toolmaker dissolves.…

  • The Geometry of Meaning: How Language Models Learn Through Backpropagation

    Introduction: From Symbols to Geometry This essay is built as a dialogue — a path of curiosity — between a simple question and the vast machinery of mathematics that powers modern artificial intelligence. It follows the thread of how a Large Language Model (LLM) learns, beginning with a token — a word, a fragment, a…

  • new kid on the block

    Here’s a plain-English breakdown of the paper “An efficient probabilistic hardware architecture for diffusion-like models” (by Jelinčič et al., Oct 2025) — I’ll walk you through what they did, why it matters, and how it works at a high level (avoiding heavy math). Since you like detailed explanation, I’ll add enough nuance without going too…